| Tarnet: Task-aware reconstruction for time-series transformer RR Chowdhury, X Zhang, J Shang, RK Gupta, D Hong Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 31 | 2022 |
| First de-trend then attend: Rethinking attention for time-series forecasting X Zhang, X Jin, K Gopalswamy, G Gupta, Y Park, X Shi, H Wang, ... arXiv preprint arXiv:2212.08151, 2022 | 17 | 2022 |
| Filling conversation ellipsis for better social dialog understanding X Zhang, C Li, D Yu, S Davidson, Z Yu Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 9587-9595, 2020 | 15 | 2020 |
| Neural embeddings for nearest neighbor search under edit distance X Zhang, Y Yuan, P Indyk | 10 | 2019 |
| Primenet: Pre-training for irregular multivariate time series RR Chowdhury, J Li, X Zhang, D Hong, RK Gupta, J Shang Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7184-7192, 2023 | 7 | 2023 |
| Async-HFL: Efficient and robust asynchronous federated learning in hierarchical IoT networks X Yu, L Cherkasova, H Vardhan, Q Zhao, E Ekaireb, X Zhang, ... Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023 | 7 | 2023 |
| Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework J Zhang, X Zhang, X Zhang, D Hong, RK Gupta, J Shang 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023 | 7* | 2023 |
| Large Language Models for Time Series: A Survey X Zhang, RR Chowdhury, RK Gupta, J Shang arXiv preprint arXiv:2402.01801, 2024 | 5 | 2024 |
| Unleashing the Power of Shared Label Structures for Human Activity Recognition X Zhang, RR Chowdhury, J Zhang, D Hong, RK Gupta, J Shang Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 5* | 2023 |
| ESC-GAN: Extending spatial coverage of physical sensors X Zhang, RR Chowdhury, J Shang, R Gupta, D Hong Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022 | 5 | 2022 |
| Chronos: Learning the language of time series AF Ansari, L Stella, C Turkmen, X Zhang, P Mercado, H Shen, O Shchur, ... arXiv preprint arXiv:2403.07815, 2024 | 3 | 2024 |
| Towards Diverse and Coherent Augmentation for Time-Series Forecasting X Zhang, RR Chowdhury, J Shang, R Gupta, D Hong ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Physics-Informed Data Denoising for Real-Life Sensing Systems X Zhang, X Fu, D Teng, C Dong, K Vijayakumar, J Zhang, RR Chowdhury, ... Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023 | | 2023 |
Jingbo ShangAssistant Professor, UC San DiegoVerified email at ucsd.edu
